Category: Machine Learning

Anything related to machine learning modeling.

December 18, 2024

Stratified Sampling with Continuous Variables
November 6, 2024

Gradient Boosting Methods: A Brief Overview
June 11, 2024

FOCI: A New Variable Selection Method
February 2, 2024

Using Conformal Inference for Variable Importance in Machine Learning
December 20, 2023

A Brief Introduction to Conformal Inference
August 1, 2023

Machine Learning Regression Adjustments in A/B Tests
July 28, 2023

The Alphabet of Learners for Heterogeneous Treatment Effects
June 30, 2023

Using Lasso to Estimate Heterogeneous Treatment Effects
April 30, 2023

An Overview of Machine Learning Methods in Causal Inference
November 6, 2022

Hypothesis Testing in Linear Machine Learning Models